Smart device definition and application on embedded system: performance and optimi-zation on a RGBD sensor

• JIMÉNEZ-GARCÍA, Jose-Luis ^[1] ; BASELGA-MASIA, David ^[1] ; POZA-LUJÁN, Jose-Luis ^[1] ; MUNERA, Eduardo ^[1] ; POSADAS-YAGÜE, Juan-Luis ^[1] ; SIMÓ-TEN, José-Enrique ^[1]
  1. [1] Universidad Politécnica de Valencia

     Universidad Politécnica de Valencia

     Valencia, España

     
• Localización: ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, ISSN-e 2255-2863, Vol. 3, Nº. 1, 2014, págs. 46-55
• Idioma: inglés
• DOI: 10.14201/ADCAIJ2014384655
• Enlaces
  • Texto completo
• Resumen

  • Embedded control systems usually are characterized by its limitations in terms of computational power and memory. Although this systems must deal with perpection and actuation signal adaptation and calculate control actions ensuring its reliability and providing a certain degree of fault tolerance. The allocation of these tasks between some different embedded nodes conforming a distributed control system allows to solve many of these issues. For that reason is proposed the application of smart devices aims to perform the data processing tasks related with the perception and actuation and offer a simple interface to be configured by other nodes in order to share processed information and raise QoS based alarms. In this work is introduced the procedure of implementing a smart device as a sensor as an embedded node in a distributed control system. In order to analyze its benefits an application based on a RGBD sensor implemented as an smart device is proposed.

• Referencias bibliográficas
  • Bradski, Gary; Kaehler, Adrian. Learning OpenCV: Computer vision with the OpenCV library. " O'Reilly Media, Inc.", 2008.
  • Brignell, J. E. The future of intelligent sensors: a problem of technology or ethics?. Sensors and Actuators A: Physical, 1996, vol. 56, no...
  • Cuesta, Federico; Ollero, Aníbal. Intelligent mobile robot navigation. Springer, 2005.
  • Dan, Asit, et al. Buffering and caching in large-scale video servers. IEEE, 1995.
  • Edwards, Chris. Not-so-humble raspberry pi gets big ideas. Engineering & Technology, 2013, vol. 8, no 3, p. 30-33.
  • Falahati, Soroush. OpenNI Cookbook. Packt Publishing Ltd, 2013.
  • Fernandes, João, et al. A context aware architecture to support people with partial visual impairments. In Distributed Computing and Artificial...
  • Ferrari, Paolo; Flammini, Alessandra; Sisinni, Emiliano. New architecture for a wireless smart sensor based on a software-defined radio. Instrumentation...
  • Freese, Marc, et al. Virtual robot experimentation platform v-rep: a versatile 3d robot simulator. In Simulation, Modeling, and Programming...
  • Gamma, Erich, et al. Design patterns: elements of reusable object-oriented software. Pearson Education, 1994.
  • Gonzalez-Jorge, H., et al. Metrological evaluation of microsoft kinect and asus xtion sensors. Measurement, 2013, vol. 46, no 6, p. 1800-1806.
  • Grzejszczak, Tomasz, et al. Gesture based robot control. In Computer Vision and Graphics. Springer Berlin Heidelberg, 2012. p. 407-413.
  • Hintjens, Pieter. ZeroMQ: Messaging for Many Applications. " O'Reilly Media, Inc.", 2013.
  • Jimenez-Garcia, Jose-Luis, et al. Performance and Results of the Triple Buffering Built-In in a Raspberry PI to Optimize the Distribution...
  • Khan, Shujjat; BAILEY, Donald; Gupta, G. Simulation of Triple Buffer Scheme. In Second International Conference on Computer and Electrical...
  • Lee, Chae Sub; LEE, Gyu Myoung; Rhee, Woo-Seop. Standardization and challenges of smart ubiquitous networks in ITU-T. IEEE Communications...
  • Lian, Feng-Li; MOYNE, William; Tilbury, Dawn. Network design consideration for distributed control systems. Control Systems Technology, IEEE...
  • Liao, Chien-Hui Christina, et al. Fall Detection by a SVM-Based Cloud System with Motion Sensors. In Advanced Technologies, Embedded and Multimedia...
  • Peterson, Larry L.; Davie, Bruce S. Computer networks: a systems approach. Elsevier, 2007.
  • Poza-Luján, José-Luis; Posadas-Yagüe, Juan-Luis; Simó-Ten, José-Enrique. Quality of Control and Quality of Service in Mobile Robot Navigation.International...
  • Tagami, Yuya; Watanabe, Makoto; Yamaguchi, Yuko. Development Environment of 3D Graphics Systems. Fujitsu Scientific & Technical Journal,...
  • Upton, Eben; Halfacree, Gareth. Raspberry Pi user guide. John Wiley & Sons, 2013.
  • Van Oosterhout, Tim; Kröse, B.; Englebienne, Gwenn. People counting with stereo cameras: two template-based solutions. In International Conference...
  • Villaroman, Norman; Rowe, Dale; Swan, Bret. Teaching natural user interaction using OpenNI and the Microsoft Kinect sensor. In Proceedings...